Go for the knowledge, but as far as ordinary human things are concerned there is no reason to go.
Until you can make an economic case for settling the poles you won't be able to make one for Mars - and the poles are LOT easier to live on BTW.
We have a base on the poles for the same reason we'll have one on Mars.